IDEAS home Printed from https://ideas.repec.org/a/eee/corfin/v51y2018icp164-181.html
   My bibliography  Save this article

Analyst coverage and the quality of corporate investment decisions

Author

Listed:
  • To, Thomas Y.
  • Navone, Marco
  • Wu, Eliza

Abstract

In this paper, we examine the effect of financial analysts on the quality of corporate investment decisions. We show that greater analyst coverage leads to higher total factor productivity within firms, a finding that is robust after using both an instrumental variable approach and an experimental design that exploits exogenous reductions in analyst coverage due to broker mergers and closures. We further identify that the positive effect of analysts on firm-level productivity emanates from their critical role in information distribution and external monitoring within more opaque and financially constrained firms and also firms with weaker investor protection.

Suggested Citation

  • To, Thomas Y. & Navone, Marco & Wu, Eliza, 2018. "Analyst coverage and the quality of corporate investment decisions," Journal of Corporate Finance, Elsevier, vol. 51(C), pages 164-181.
  • Handle: RePEc:eee:corfin:v:51:y:2018:i:c:p:164-181
    DOI: 10.1016/j.jcorpfin.2018.06.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0929119918300324
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jcorpfin.2018.06.001?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Robert J. Gordon, 2016. "The Rise and Fall of American Growth: The U.S. Standard of Living since the Civil War," Economics Books, Princeton University Press, edition 1, number 10544.
    2. Harrison Hong & Terence Lim & Jeremy C. Stein, 2000. "Bad News Travels Slowly: Size, Analyst Coverage, and the Profitability of Momentum Strategies," Journal of Finance, American Finance Association, vol. 55(1), pages 265-295, February.
    3. François Derrien & Ambrus Kecskés, 2013. "The Real Effects of Financial Shocks: Evidence from Exogenous Changes in Analyst Coverage," Post-Print hal-00852356, HAL.
    4. Brian J. Aitken & Ann E. Harrison, 2022. "Do Domestic Firms Benefit from Direct Foreign Investment? Evidence from Venezuela," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 6, pages 139-152, World Scientific Publishing Co. Pte. Ltd..
    5. Ackerberg, Daniel & Lanier Benkard, C. & Berry, Steven & Pakes, Ariel, 2007. "Econometric Tools for Analyzing Market Outcomes," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 63, Elsevier.
    6. JOSEPH A. McCAHERY & ZACHARIAS SAUTNER & LAURA T. STARKS, 2016. "Behind the Scenes: The Corporate Governance Preferences of Institutional Investors," Journal of Finance, American Finance Association, vol. 71(6), pages 2905-2932, December.
    7. Lucia Foster & John Haltiwanger & Chad Syverson, 2008. "Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability?," American Economic Review, American Economic Association, vol. 98(1), pages 394-425, March.
    8. Bryan Kelly & Alexander Ljungqvist, 2012. "Testing Asymmetric-Information Asset Pricing Models," Review of Financial Studies, Society for Financial Studies, vol. 25(5), pages 1366-1413.
    9. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    10. Maksimovic, Vojislav & Phillips, Gordon & Prabhala, N.R., 2011. "Post-merger restructuring and the boundaries of the firm," Journal of Financial Economics, Elsevier, vol. 102(2), pages 317-343.
    11. Alexander Dyck & Adair Morse & Luigi Zingales, 2010. "Who Blows the Whistle on Corporate Fraud?," Journal of Finance, American Finance Association, vol. 65(6), pages 2213-2253, December.
    12. Paul Gompers & Joy Ishii & Andrew Metrick, 2003. "Corporate Governance and Equity Prices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 107-156.
    13. Campello, Murillo & Graham, John R. & Harvey, Campbell R., 2010. "The real effects of financial constraints: Evidence from a financial crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 470-487, September.
    14. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    15. Christopher S. Armstrong & John E. Core & Daniel J. Taylor & Robert E. Verrecchia, 2011. "When Does Information Asymmetry Affect the Cost of Capital?," Journal of Accounting Research, Wiley Blackwell, vol. 49(1), pages 1-40, March.
    16. Bronwyn H. Hall, 1990. "The Manufacturing Sector Master File: 1959-1987," NBER Working Papers 3366, National Bureau of Economic Research, Inc.
    17. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    18. Karthik Krishnan & Debarshi K. Nandy & Manju Puri, 2015. "Does Financing Spur Small Business Productivity? Evidence from a Natural Experiment," Review of Financial Studies, Society for Financial Studies, vol. 28(6), pages 1768-1809.
    19. Harrison Hong & Marcin Kacperczyk, 2010. "Competition and Bias," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(4), pages 1683-1725.
    20. Joan Farre-Mensa & Alexander Ljungqvist, 2016. "Do Measures of Financial Constraints Measure Financial Constraints?," Review of Financial Studies, Society for Financial Studies, vol. 29(2), pages 271-308.
    21. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    22. Chemmanur, Thomas J. & Krishnan, Karthik & Nandy, Debarshi K., 2014. "The effects of corporate spin-offs on productivity," Journal of Corporate Finance, Elsevier, vol. 27(C), pages 72-98.
    23. Chen, Tao & Harford, Jarrad & Lin, Chen, 2015. "Do analysts matter for governance? Evidence from natural experiments," Journal of Financial Economics, Elsevier, vol. 115(2), pages 383-410.
    24. Jianjun Miao & Pengfei Wang, 2012. "Bubbles and Total Factor Productivity," American Economic Review, American Economic Association, vol. 102(3), pages 82-87, May.
    25. Beata Smarzynska Javorcik, 2004. "Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers Through Backward Linkages," American Economic Review, American Economic Association, vol. 94(3), pages 605-627, June.
    26. Antoinette Schoar, 2002. "Effects of Corporate Diversification on Productivity," Journal of Finance, American Finance Association, vol. 57(6), pages 2379-2403, December.
    27. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    28. David Easley & Maureen O'hara, 2004. "Information and the Cost of Capital," Journal of Finance, American Finance Association, vol. 59(4), pages 1553-1583, August.
    29. Irani, Rustom M. & Oesch, David, 2016. "Analyst Coverage and Real Earnings Management: Quasi-Experimental Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(2), pages 589-627, April.
    30. Graham, John R. & Harvey, Campbell R. & Rajgopal, Shiva, 2005. "The economic implications of corporate financial reporting," Journal of Accounting and Economics, Elsevier, vol. 40(1-3), pages 3-73, December.
    31. Cheng, Mei & Dhaliwal, Dan & Zhang, Yuan, 2013. "Does investment efficiency improve after the disclosure of material weaknesses in internal control over financial reporting?," Journal of Accounting and Economics, Elsevier, vol. 56(1), pages 1-18.
    32. Mary E. Barth & Ron Kasznik & Maureen F. McNichols, 2001. "Analyst Coverage and Intangible Assets," Journal of Accounting Research, Wiley Blackwell, vol. 39(1), pages 1-34, June.
    33. Michael C. Jensen, 2005. "Agency Costs of Overvalued Equity," Financial Management, Financial Management Association, vol. 34(1), Spring.
    34. Marianne Bertrand & Sendhil Mullainathan, 2003. "Enjoying the Quiet Life? Corporate Governance and Managerial Preferences," Journal of Political Economy, University of Chicago Press, vol. 111(5), pages 1043-1075, October.
    35. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    36. Bartov, Eli & Givoly, Dan & Hayn, Carla, 2002. "The rewards to meeting or beating earnings expectations," Journal of Accounting and Economics, Elsevier, vol. 33(2), pages 173-204, June.
    37. Reena Aggarwal & Pedro A. C. Saffi & Jason Sturgess, 2015. "The Role of Institutional Investors in Voting: Evidence from the Securities Lending Market: Erratum," Journal of Finance, American Finance Association, vol. 70(6), pages 2901-2902, December.
    38. Benjamin Moll, 2014. "Productivity Losses from Financial Frictions: Can Self-Financing Undo Capital Misallocation?," American Economic Review, American Economic Association, vol. 104(10), pages 3186-3221, October.
    39. Derrien, François & Kecskés, Ambrus & Mansi, Sattar A., 2016. "Information asymmetry, the cost of debt, and credit events: Evidence from quasi-random analyst disappearances," Journal of Corporate Finance, Elsevier, vol. 39(C), pages 295-311.
    40. Thomas J. Chemmanur & Karthik Krishnan & Debarshi K. Nandy, 2011. "How Does Venture Capital Financing Improve Efficiency in Private Firms? A Look Beneath the Surface," Review of Financial Studies, Society for Financial Studies, vol. 24(12), pages 4037-4090.
    41. Amir Sufi, 2007. "Information Asymmetry and Financing Arrangements: Evidence from Syndicated Loans," Journal of Finance, American Finance Association, vol. 62(2), pages 629-668, April.
    42. Reena Aggarwal & Pedro A. C. Saffi & Jason Sturgess, 2015. "The Role of Institutional Investors in Voting: Evidence from the Securities Lending Market," Journal of Finance, American Finance Association, vol. 70(5), pages 2309-2346, October.
    43. Heitor Almeida & Murillo Campello & Michael S. Weisbach, 2004. "The Cash Flow Sensitivity of Cash," Journal of Finance, American Finance Association, vol. 59(4), pages 1777-1804, August.
    44. Diamond, Douglas W, 1985. "Optimal Release of Information by Firms," Journal of Finance, American Finance Association, vol. 40(4), pages 1071-1094, September.
    45. Chen, Tao & Xie, Lingmin & Zhang, Yuanyuan, 2017. "How does analysts' forecast quality relate to corporate investment efficiency?," Journal of Corporate Finance, Elsevier, vol. 43(C), pages 217-240.
    46. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    47. Bhushan, Ravi, 1989. "Firm characteristics and analyst following," Journal of Accounting and Economics, Elsevier, vol. 11(2-3), pages 255-274, July.
    48. He, Jie (Jack) & Tian, Xuan, 2013. "The dark side of analyst coverage: The case of innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 856-878.
    49. Ronald W. Masulis & Cong Wang & Fei Xie, 2007. "Corporate Governance and Acquirer Returns," Journal of Finance, American Finance Association, vol. 62(4), pages 1851-1889, August.
    50. Irani, Rustom M. & Oesch, David, 2013. "Monitoring and corporate disclosure: Evidence from a natural experiment," Journal of Financial Economics, Elsevier, vol. 109(2), pages 398-418.
    51. Duchin, Ran & Ozbas, Oguzhan & Sensoy, Berk A., 2010. "Costly external finance, corporate investment, and the subprime mortgage credit crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 418-435, September.
    52. Frankel, Richard & Li, Xu, 2004. "Characteristics of a firm's information environment and the information asymmetry between insiders and outsiders," Journal of Accounting and Economics, Elsevier, vol. 37(2), pages 229-259, June.
    53. François Derrien & Ambrus Kecskés, 2013. "The Real Effects of Financial Shocks: Evidence from Exogenous Changes in Analyst Coverage," Journal of Finance, American Finance Association, vol. 68(4), pages 1407-1440, August.
    54. John A. Doukas & Chansog (Francis) Kim & Christos Pantzalis, 2008. "Do Analysts Influence Corporate Financing and Investment?," Financial Management, Financial Management Association International, vol. 37(2), pages 303-339, June.
    55. Mr. Roberto Cardarelli & Ms. Lusine Lusinyan, 2015. "U.S. Total Factor Productivity Slowdown: Evidence from the U.S. States," IMF Working Papers 2015/116, International Monetary Fund.
    56. Grullon, Gustavo & Paye, Bradley & Underwood, Shane & Weston, James P., 2011. "Has the Propensity to Pay Out Declined?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(1), pages 1-24, February.
    57. Yu, Fang (Frank), 2008. "Analyst coverage and earnings management," Journal of Financial Economics, Elsevier, vol. 88(2), pages 245-271, May.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Marco Navone & Thomas To, 2020. "Corporate watchdogs," Financial Management, Financial Management Association International, vol. 49(4), pages 925-947, December.
    2. Chen, Tao & Xie, Lingmin & Zhang, Yuanyuan, 2017. "How does analysts' forecast quality relate to corporate investment efficiency?," Journal of Corporate Finance, Elsevier, vol. 43(C), pages 217-240.
    3. Chan, Konan & Guo, Re-Jin J. & Wang, Yanzhi A. & Yang, Hsiao-Lin, 2022. "Organization capital and analyst coverage," Journal of Empirical Finance, Elsevier, vol. 69(C), pages 81-105.
    4. Hongwen Han & Jiali Jenna Tang & Qingquan Tang, 2021. "Goodwill Impairment, Securities Analysts, and Information Transparency," European Accounting Review, Taylor & Francis Journals, vol. 30(4), pages 767-799, August.
    5. Li, Donghui & Chen, Zhian & An, Zhe & Murong, Michael, 2017. "Do financial analysts play a role in shaping the rival response of target firms? International evidence," Journal of Corporate Finance, Elsevier, vol. 45(C), pages 84-103.
    6. Jin Kyung Choi & Rebecca N. Hann & Musa Subasi & Yue Zheng, 2020. "An Empirical Analysis of Analysts' Capital Expenditure Forecasts: Evidence from Corporate Investment Efficiency," Contemporary Accounting Research, John Wiley & Sons, vol. 37(4), pages 2615-2648, December.
    7. Adhikari, Binay K., 2016. "Causal effect of analyst following on corporate social responsibility," Journal of Corporate Finance, Elsevier, vol. 41(C), pages 201-216.
    8. Allen, Arthur & Francis, Bill B. & Wu, Qiang & Zhao, Yijiang, 2016. "Analyst coverage and corporate tax aggressiveness," Journal of Banking & Finance, Elsevier, vol. 73(C), pages 84-98.
    9. Guo, Bing & Pérez-Castrillo, David & Toldrà-Simats, Anna, 2019. "Firms’ innovation strategy under the shadow of analyst coverage," Journal of Financial Economics, Elsevier, vol. 131(2), pages 456-483.
    10. Galanti, Sébastien & Leroy, Aurélien & Vaubourg, Anne-Gaël, 2022. "Investment and access to external finance in Europe: Does analyst coverage matter?," International Review of Financial Analysis, Elsevier, vol. 81(C).
    11. Chen, Tao & Harford, Jarrad & Lin, Chen, 2015. "Do analysts matter for governance? Evidence from natural experiments," Journal of Financial Economics, Elsevier, vol. 115(2), pages 383-410.
    12. Luong, Thanh Son & Qiu, Buhui & Wu, Yi (Ava), 2021. "Does it pay to be socially connected with wall street brokerages? Evidence from cost of equity," Journal of Corporate Finance, Elsevier, vol. 68(C).
    13. Akyol, Ali C. & Qian, Yiming & Yu, Frank, 2023. "How do experienced analysts improve price efficiency?," Journal of Banking & Finance, Elsevier, vol. 149(C).
    14. Stephie Tsai, Hsin-Ju & Wu, Yuliang & Xu, Bin, 2021. "Does capital market drive corporate investment efficiency? Evidence from equity lending supply," Journal of Corporate Finance, Elsevier, vol. 69(C).
    15. Chang, Eric C. & Lin, Tse-Chun & Ma, Xiaorong, 2019. "Does short-selling threat discipline managers in mergers and acquisitions decisions?," Journal of Accounting and Economics, Elsevier, vol. 68(1).
    16. Xie, Lingmin & Chen, Zhian & Li, Donghui & Tan, Hongping, 2022. "Foreign analysts and managerial investment learning from stock markets," Journal of Multinational Financial Management, Elsevier, vol. 64(C).
    17. Franzoni, Francesco, 2009. "Underinvestment vs. overinvestment: Evidence from price reactions to pension contributions," Journal of Financial Economics, Elsevier, vol. 92(3), pages 491-518, June.
    18. Li, Keming, 2020. "Does Information Asymmetry Impede Market Efficiency? Evidence from Analyst Coverage," Journal of Banking & Finance, Elsevier, vol. 118(C).
    19. Bradley, Daniel & Gokkaya, Sinan & Liu, Xi & Xie, Fei, 2017. "Are all analysts created equal? Industry expertise and monitoring effectiveness of financial analysts," Journal of Accounting and Economics, Elsevier, vol. 63(2), pages 179-206.
    20. Derrien, François & Kecskés, Ambrus & Mansi, Sattar A., 2016. "Information asymmetry, the cost of debt, and credit events: Evidence from quasi-random analyst disappearances," Journal of Corporate Finance, Elsevier, vol. 39(C), pages 295-311.

    More about this item

    Keywords

    Equity analysts; Productivity; Information asymmetry; Corporate governance; External finance; Corporate investment;
    All these keywords.

    JEL classification:

    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance
    • G39 - Financial Economics - - Corporate Finance and Governance - - - Other

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:corfin:v:51:y:2018:i:c:p:164-181. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jcorpfin .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.